Exploring associations between changes in ambient temperature and stroke occurrence: comparative analysis using global and personalised modelling methods

Date
2011-12-01
Authors
Hu, Y
Liang, W
Kasabov, N
Feigin, V
Supervisor
Item type
Conference Contribution
Degree name
Journal Title
Journal ISSN
Volume Title
Publisher
Springer
Abstract

Stroke is a major cause of disability and mortality in most economically developed countries that increasing global importance. Up till now, there is uncertainty regarding the effect of weather conditions on stoke occurrence. This paper is offering a comparative study of exploring associations between changes in ambient temperature and stroke occurrence using global and personalised modelling methods. Our study has explored weather conditions have significant impact on stroke occurrence. In addition, our experimental results show that the personalised modelling approach outperforms the global modelling approach.

Description
Keywords
Weather , Stoke occurrence , Personalised modelling , Global modelling , FaLK-SVM
Source
ICONIP 2011, Shanghai, China, 2011-11-14 - 2011-11-17
DOI
Publisher's version
Rights statement
The original publication is available at http://www.springerlink.com.